{"id":"W4383314912","doi":"10.14309/ajg.0000000000002398","title":"Long Washout Periods Between Biologics for Inflammatory Bowel Disease Clinical Trials Are Unnecessary: A Canadian Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Retrospective cohort study; Inflammatory bowel disease; Adverse effect; Single Center; Clinical trial; Cohort; Disease; Crohn's disease; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01368256,0.0005627166,0.000909227,0.001179566,0.002492776,0.002147654,0.001349909,0.0008803257,0.002603297],"category_scores_gemma":[0.03012533,0.0006490156,0.001602907,0.00353534,0.001323046,0.0007549105,0.000693614,0.001098381,0.0002010601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008243829,"about_ca_system_score_gemma":0.01608219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5420515,"about_ca_topic_score_gemma":0.613911,"domain_scores_codex":[0.9886793,0.003095278,0.001555996,0.001944363,0.003641849,0.00108323],"domain_scores_gemma":[0.9556711,0.007936028,0.02455221,0.004511873,0.005172019,0.002156751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002013596,0.00006635793,0.9902385,0.0001623081,0.0005774288,0.0001609108,0.0002648396,0.0000783976,0.0002497063,0.0002253004,0.0006883792,0.005274225],"study_design_scores_gemma":[0.0006247793,0.0006874129,0.9907016,0.0002859249,0.001466386,0.0008842931,0.0004564259,0.0006221978,0.0002920151,0.0001164387,0.003813172,0.00004944093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852778,0.00763565,0.0009810803,0.0008991243,0.0000673668,0.0003691764,0.002327007,0.00002012154,0.002422574],"genre_scores_gemma":[0.996191,0.001356986,0.0007578779,0.0005464178,0.00004876127,0.00008526538,0.0007492941,0.0000159032,0.0002484777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4579485,"threshold_uncertainty_score":0.9212909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443495672690919,"score_gpt":0.3517242357155502,"score_spread":0.317289278988641,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}